Fixed-size Pegasos for hinge and pinball loss SVM.
Vilen JumutcXiaolin HuangJohan A. K. SuykensPublished in: IJCNN (2013)
Keyphrases
- fixed size
- maximum margin
- svm solvers
- support vector
- variable size
- sliding window
- support vector machine svm
- support vector machine
- window size
- hyperplane
- linear classifiers
- knn
- multi class
- svm classifier
- feature selection
- stochastic gradient descent
- machine learning algorithms
- training data
- support vectors
- data streams
- learning algorithm
- subsequence matching
- reservoir sampling
- data sets
- multiple kernel learning
- binary classification
- pattern classification
- object recognition
- machine learning